diff -r 5c1364b7e5ac -r d8505bfe4825 mercurial/cmdutil.py
--- a/mercurial/cmdutil.py	Mon Apr 27 11:11:26 2015 -0500
+++ b/mercurial/cmdutil.py	Sat Apr 25 23:54:31 2015 -0400
@@ -3084,7 +3084,10 @@
         repo.dirstate.drop(f)
     for f in actions['remove'][0]:
         audit_path(f)
-        util.unlinkpath(repo.wjoin(f))
+        try:
+            util.unlinkpath(repo.wjoin(f))
+        except OSError:
+            pass
         repo.dirstate.remove(f)
     for f in actions['drop'][0]:
         audit_path(f)